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Big Data Software with Performance Metrics (2026)

Last updated: April 2026

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85 software options

SAS Viya logo

SAS Viya

Cloud native AI and analytics platform

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SAS Viya is a cloud-native data and artificial intelligence platform designed to support analytics workflows across organizations. The platform features data management capabilities that provide access to multiple data sources with built-in governance and lineage tracking. It includes machine learning, statistical modeling, and data mining tools accessible through both visual and code-based interfaces, along with SAS Viya Copilot for AI-assisted tasks.

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Scale Rapid logo

Scale Rapid

Artificial intelligence software for eCommerce businesses

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Scale Rapid is a robotic process automation software designed to help businesses generate production-quality labeled data. Administrators can receive labeled calibration data and feedback to scale production volume on a unified interface.

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Amazon EC2 logo

Amazon EC2

Amazon Elastic Compute Cloud

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Amazon Elastic Compute Cloud (Amazon EC2) is a web service that provides resizable compute capacity in the cloud. It is designed to facilitate web-scale computing for developers.

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Actian Data Platform logo

Actian Data Platform

A fully managed cloud data platform service.

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Actian Data Platform is a vectorized, MPP, ANSI SQL compliant, RDBMS that runs on AWS, Azure, and Google Cloud.

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Pepperdata logo

Pepperdata

Autonomous Optimization and Full-Stack Observability

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Provides enterprises with a single source of real-time big data platform and application truth.

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Suadeo logo

Suadeo

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Self-data service (SDS) platform for data management

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Suadeo is a self-data service (SDS) platform that helps businesses discover new perspectives and identify opportunities by accessing a collaborative environment for team members. It provides an ecosystem for informed decision-making and lets users control the entire lifecycle of data within the organization.

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Revenue AI logo

Revenue AI

PaaS and virtual Center of Excellence for Revenue Management

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Cloud-based revenue management solution that provides actionable recommendations to optimize product portfolio and pricing/promo strategy to build profit margin and maximize ROI for CPG, Retail, Life Science, Medicine, and other sectors. The platform provides various features such as pricing management, strategy recommendations, notifications/alerts, artificial intelligence (AI), and predictive modeling.

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Lumada DataOps Suite logo

Lumada DataOps Suite

Data automation and management software

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Lumada DataOps unlocks business value by enabling businesses to operationalize data management with automation and collaboration. Lumada DataOps helps businesses build DataOps practices to improve operations via an intelligent data operations platform. Users can automate data pipeline scalability, lower costs, and activate production deployments through continuous integration and delivery across hybrid cloud environments.

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Agile Data Engine logo

Agile Data Engine

Unlock the value of your data.

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Agile Data Engine is a dataOps management platform that helps users design, deploy, operate, and manage data products and data warehouse lifecycles. The solution combines data modeling, transformations, continuous delivery, and workload orchestration in a single platform.

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Spotfire logo

Spotfire

Visual data science to make smart people smarter

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Spotfire is a visual data science solution, combining advanced analytics with industry-specific visualizations.

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SCALUE logo

SCALUE

Business performance management software

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SCALUE is a business-performance management software that helps procurement teams gain real-time insight into total spending to discover hidden costs and inefficiencies across business processes. Administrators can categorize unstructured procurement data and monitor key performance indicators (KPIs).

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papAI

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papAI studio

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papAI studio makes AI ethical, financially accessible and technically exploitable to all companies wishing to improve their ROI through the use of data.

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datacadabra logo

datacadabra

Data science solution for marketing and CRM teams

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datacadabra is a data science solution for marketing and CRM teams. It can accompany users throughout the data exploitation chain (data preparation, customer behavior analysis, activation, and targeting) to enable them to improve the performance of customer animation actions. datacadabra enables marketing and CRM teams to use customer data more effectively to improve their customer knowledge and the performance of their customer animation strategy.

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AnswerDock logo

AnswerDock

AI-driven and search-based analytics platform

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AnswerDock is an AI-driven big data analytics solution that uses Natural Language Processing to provide answers to business users' questions

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Pipestream logo

Pipestream

ETL data pipeline software

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Pipestream enables users to stream Raw Website Data to BigQuery in real-time.

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Tableau logo

Tableau

Visual analytics platform for data exploration

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Tableau is a business intelligence and analytics platform that enables users to connect to databases, create data visualizations, and share insights. The platform offers deployment options including cloud-based, self-hosted, and desktop environments with drag-and-drop functionality for building interactive dashboards. It features AI-based analytics capabilities, integration with Salesforce CRM, and supports visual storytelling and collaboration across organizations.

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Numerik logo

Numerik

Data-driven sales mastery at your fingertips

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Numerik harnesses big data to provide sales teams with deep, actionable insights. Our platform processes vast datasets, turning them into valuable intelligence for strategic decision-making.

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4MDG logo

4MDG

Master data management software

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4MDG is a master data management software designed to help medium and large companies unite robotic process automation, big data, and workflows to make data better.

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Scribble Data Enrich

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Build data products at the speed of ideas

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Scribble Data's Enrich platform allows you quickly transform raw data into outcome-oriented low-code data products. Its Hasper LLM-based engine helps generates proactive recommendations and bridges the gap between Generative AI, ML, and Advanced Analytics with context, and unmatched security.

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Minitab logo

Minitab

Visualize, analyze, and harness the power of your data.

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Minitab is a statistical and data analytics software, which helps organizations predict, visualize, and analyze business data to forecast patterns, discover trends, view relationships between variables, and more. The built-in assistant lets users manage data analysis and interpretation operations.

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Rulex logo

Rulex

The ultimate platform for empowering your business with data

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Rulex’s unique software helps people and organizations take the best possible decisions by seamlessly combining transparent data-driven knowledge with human expertise.

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Leadspace logo

Leadspace

Take back control of your sales and marketing data.

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Leadspace is the leading B2B Customer Data Platform. Innovative companies like Microsoft, AMEX and RingCentral use the Leadspace CDP to power more effective and high-performing inbound/outbound marketing, ABM, and sales ops efforts that increase revenue.

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Hermix logo

Hermix

Win public contracts with AI

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Hermix helps companies win public contracts, with tender monitoring, analysis, and market intelligence based on AI

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IBM SPSS Statistics logo

IBM SPSS Statistics

Business intelligence and statistical analysis software

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IBM SPSS Statistics is a business intelligence software that helps businesses of all sizes conduct statistical analysis utilizing big data, machine learning algorithms, open-source extensibility, and other methodologies from within a unified platform.

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iomete logo

iomete

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Data Lakehouse platform for AI and analytics

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iomete provides an open-source Lakehouse platform for Amazon Web Services users. Key features include schema evolution, data versioning, concurrency control, metadata management, and more. Compatible with Apache Iceberg and Apache Spark, it includes a SQL editor, a data catalog, and built-in business intelligence (BI).

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